Summary Report

Dataset statistics

Number of variables	13
Number of observations	1038
Missing cells	7
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	105.6 KiB
Average record size in memory	104.1 B

Variable types

Text	1
Numeric	12

Alerts

`Release date` is highly overall correlated with `Max resolution` and 2 other fields	High correlation
`Max resolution` is highly overall correlated with `Release date` and 2 other fields	High correlation
`Low resolution` is highly overall correlated with `Release date` and 2 other fields	High correlation
`Effective pixels` is highly overall correlated with `Release date` and 2 other fields	High correlation
`Weight (inc. batteries)` is highly overall correlated with `Dimensions`	High correlation
`Dimensions` is highly overall correlated with `Weight (inc. batteries)`	High correlation
`Model` has unique values	Unique
`Low resolution` has 54 (5.2%) zeros	Zeros
`Effective pixels` has 35 (3.4%) zeros	Zeros
`Zoom wide (W)` has 85 (8.2%) zeros	Zeros
`Zoom tele (T)` has 85 (8.2%) zeros	Zeros
`Normal focus range` has 137 (13.2%) zeros	Zeros
`Macro focus range` has 127 (12.2%) zeros	Zeros
`Storage included` has 123 (11.8%) zeros	Zeros
`Weight (inc. batteries)` has 21 (2.0%) zeros	Zeros
`Dimensions` has 14 (1.3%) zeros	Zeros

Reproduction

Analysis started	2023-09-19 02:12:28.310979
Analysis finished	2023-09-19 02:12:52.570879
Duration	24.26 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Model
Text

UNIQUE

Distinct	1038
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.2 KiB

Length

Max length	34
Median length	25
Mean length	16.782274
Min length	8

Characters and Unicode

Total characters	17420
Distinct characters	65
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1038 ?
Unique (%)	100.0%

Sample

1st row	Agfa ePhoto 1280
2nd row	Agfa ePhoto 1680
3rd row	Agfa ePhoto CL18
4th row	Agfa ePhoto CL30
5th row	Agfa ePhoto CL30 Clik!

Value	Count	Frequency (%)
olympus	122	4.3%
sony	116	4.1%
canon	115	4.0%
kodak	102	3.6%
fujifilm	99	3.5%
powershot	97	3.4%
nikon	90	3.2%
finepix	88	3.1%
zoom	80	2.8%
coolpix	73	2.6%
Other values (1025)	1869	65.6%

Most occurring characters

Value	Count	Frequency (%)
	1825	10.5%
o	1344	7.7%
i	1054	6.1%
0	933	5.4%
n	800	4.6%
a	741	4.3%
S	636	3.7%
C	571	3.3%
m	538	3.1%
P	514	3.0%
Other values (55)	8464	48.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8571	49.2%
Uppercase Letter	4059	23.3%
Decimal Number	2554	14.7%
Space Separator	1825	10.5%
Dash Punctuation	399	2.3%
Other Punctuation	12	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1344	15.7%
i	1054	12.3%
n	800	9.3%
a	741	8.6%
m	538	6.3%
s	413	4.8%
l	389	4.5%
t	373	4.4%
u	362	4.2%
x	357	4.2%
Other values (15)	2200	25.7%

Uppercase Letter

Value	Count	Frequency (%)
S	636	15.7%
C	571	14.1%
P	514	12.7%
D	394	9.7%
F	296	7.3%
O	198	4.9%
Z	164	4.0%
E	154	3.8%
L	150	3.7%
M	132	3.3%
Other values (14)	850	20.9%

Decimal Number

Value	Count	Frequency (%)
0	933	36.5%
5	284	11.1%
3	275	10.8%
1	254	9.9%
2	198	7.8%
7	184	7.2%
4	162	6.3%
6	108	4.2%
8	100	3.9%
9	56	2.2%

Other Punctuation

Value	Count	Frequency (%)
/	5	41.7%
*	5	41.7%
!	1	8.3%
.	1	8.3%

Space Separator

Value	Count	Frequency (%)
	1825	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	399	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12630	72.5%
Common	4790	27.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1344	10.6%
i	1054	8.3%
n	800	6.3%
a	741	5.9%
S	636	5.0%
C	571	4.5%
m	538	4.3%
P	514	4.1%
s	413	3.3%
D	394	3.1%
Other values (39)	5625	44.5%

Common

Value	Count	Frequency (%)
	1825	38.1%
0	933	19.5%
-	399	8.3%
5	284	5.9%
3	275	5.7%
1	254	5.3%
2	198	4.1%
7	184	3.8%
4	162	3.4%
6	108	2.3%
Other values (6)	168	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17420	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1825	10.5%
o	1344	7.7%
i	1054	6.1%
0	933	5.4%
n	800	4.6%
a	741	4.3%
S	636	3.7%
C	571	3.3%
m	538	3.1%
P	514	3.0%
Other values (55)	8464	48.6%

Release date
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2003.5906

Minimum	1994
Maximum	2007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	1994
5-th percentile	1999
Q1	2002
median	2004
Q3	2006
95-th percentile	2007
Maximum	2007
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.7247548
Coefficient of variation (CV)	0.0013599359
Kurtosis	-0.45666086
Mean	2003.5906
Median Absolute Deviation (MAD)	2
Skewness	-0.61148389
Sum	2079727
Variance	7.4242888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
2007	163	15.7%
2006	153	14.7%
2005	143	13.8%
2004	141	13.6%
2003	101	9.7%
2002	89	8.6%
2001	85	8.2%
2000	61	5.9%
1999	53	5.1%
1998	32	3.1%
Other values (4)	17	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1994	1	0.1%
1995	1	0.1%
1996	4	0.4%
1997	11	1.1%
1998	32	3.1%
1999	53	5.1%
2000	61	5.9%
2001	85	8.2%
2002	89	8.6%
2003	101	9.7%

Value	Count	Frequency (%)
2007	163	15.7%
2006	153	14.7%
2005	143	13.8%
2004	141	13.6%
2003	101	9.7%
2002	89	8.6%
2001	85	8.2%
2000	61	5.9%
1999	53	5.1%
1998	32	3.1%

Max resolution
Real number (ℝ)

HIGH CORRELATION

Distinct	99
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2474.6724

Minimum	0
Maximum	5616
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1280
Q1	2048
median	2560
Q3	3072
95-th percentile	3648
Maximum	5616
Range	5616
Interquartile range (IQR)	1024

Descriptive statistics

Standard deviation	759.51361
Coefficient of variation (CV)	0.3069148
Kurtosis	0.072743219
Mean	2474.6724
Median Absolute Deviation (MAD)	512
Skewness	0.015023355
Sum	2568710
Variance	576860.92
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3072	108	10.4%
2048	102	9.8%
1600	83	8.0%
3264	73	7.0%
2816	68	6.6%
2592	67	6.5%
2560	62	6.0%
1280	57	5.5%
2272	44	4.2%
2304	37	3.6%
Other values (89)	337	32.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
512	1	0.1%
640	13	1.3%
832	1	0.1%
1024	11	1.1%
1152	12	1.2%
1216	1	0.1%
1280	57	5.5%
1344	2	0.2%
1368	1	0.1%

Value	Count	Frequency (%)
5616	1	0.1%
4992	1	0.1%
4536	1	0.1%
4500	2	0.2%
4368	1	0.1%
4288	3	0.3%
4272	1	0.1%
4256	5	0.5%
4224	2	0.2%
4064	1	0.1%

Low resolution
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	70
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1773.9364

Minimum	0
Maximum	4992
Zeros	54
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1120
median	2048
Q3	2560
95-th percentile	3024
Maximum	4992
Range	4992
Interquartile range (IQR)	1440

Descriptive statistics

Standard deviation	830.89795
Coefficient of variation (CV)	0.46839219
Kurtosis	-0.38898617
Mean	1773.9364
Median Absolute Deviation (MAD)	528
Skewness	-0.29740892
Sum	1841346
Variance	690391.41
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2048	187	18.0%
1600	162	15.6%
2592	119	11.5%
640	88	8.5%
1024	70	6.7%
2560	60	5.8%
0	54	5.2%
1280	42	4.0%
2304	33	3.2%
2272	19	1.8%
Other values (60)	204	19.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	5.2%
320	8	0.8%
512	4	0.4%
576	3	0.3%
640	88	8.5%
768	3	0.3%
800	17	1.6%
876	1	0.1%
896	9	0.9%
900	2	0.2%

Value	Count	Frequency (%)
4992	1	0.1%
3896	1	0.1%
3840	2	0.2%
3600	1	0.1%
3476	2	0.2%
3456	1	0.1%
3264	15	1.4%
3216	3	0.3%
3200	8	0.8%
3184	1	0.1%

Effective pixels
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5963391

Minimum	0
Maximum	21
Zeros	35
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	7
95-th percentile	10
Maximum	21
Range	21
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.8440444
Coefficient of variation (CV)	0.61876295
Kurtosis	0.78656387
Mean	4.5963391
Median Absolute Deviation (MAD)	2
Skewness	0.63289165
Sum	4771
Variance	8.0885883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	197	19.0%
1	152	14.6%
6	119	11.5%
7	115	11.1%
5	114	11.0%
4	101	9.7%
8	86	8.3%
2	50	4.8%
10	39	3.8%
0	35	3.4%
Other values (6)	30	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	3.4%
1	152	14.6%
2	50	4.8%
3	197	19.0%
4	101	9.7%
5	114	11.0%
6	119	11.5%
7	115	11.1%
8	86	8.3%
9	6	0.6%

Value	Count	Frequency (%)
21	1	0.1%
16	1	0.1%
13	3	0.3%
12	18	1.7%
11	1	0.1%
10	39	3.8%
9	6	0.6%
8	86	8.3%
7	115	11.1%
6	119	11.5%

Zoom wide (W)
Real number (ℝ)

ZEROS

Distinct	25
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.963391

Minimum	0
Maximum	52
Zeros	85
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	35
median	36
Q3	38
95-th percentile	39
Maximum	52
Range	52
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	10.333149
Coefficient of variation (CV)	0.31347349
Kurtosis	5.6260212
Mean	32.963391
Median Absolute Deviation (MAD)	2
Skewness	-2.5806039
Sum	34216
Variance	106.77397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
38	259	25.0%
35	252	24.3%
36	111	10.7%
0	85	8.2%
37	75	7.2%
28	61	5.9%
39	51	4.9%
34	44	4.2%
33	24	2.3%
32	15	1.4%
Other values (15)	61	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	8.2%
23	1	0.1%
24	4	0.4%
27	4	0.4%
28	61	5.9%
29	3	0.3%
30	3	0.3%
31	4	0.4%
32	15	1.4%
33	24	2.3%

Value	Count	Frequency (%)
52	2	0.2%
51	1	0.1%
50	2	0.2%
47	1	0.1%
45	3	0.3%
43	5	0.5%
42	3	0.3%
41	12	1.2%
40	13	1.3%
39	51	4.9%

Zoom tele (T)
Real number (ℝ)

ZEROS

Distinct	100
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121.52505

Minimum	0
Maximum	518
Zeros	85
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	96
median	108
Q3	117
95-th percentile	380
Maximum	518
Range	518
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	93.455422
Coefficient of variation (CV)	0.76902189
Kurtosis	3.9672937
Mean	121.52505
Median Absolute Deviation (MAD)	9
Skewness	1.8776868
Sum	126143
Variance	8733.916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
114	163	15.7%
105	139	13.4%
0	85	8.2%
108	52	5.0%
102	43	4.1%
111	30	2.9%
117	30	2.9%
35	25	2.4%
140	23	2.2%
380	23	2.2%
Other values (90)	425	40.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	8.2%
28	2	0.2%
31	1	0.1%
33	15	1.4%
35	25	2.4%
36	20	1.9%
37	9	0.9%
38	16	1.5%
39	10	1.0%
40	2	0.2%

Value	Count	Frequency (%)
518	1	0.1%
504	2	0.2%
486	2	0.2%
465	2	0.2%
432	12	1.2%
423	1	0.1%
420	10	1.0%
400	3	0.3%
390	2	0.2%
380	23	2.2%

Normal focus range
Real number (ℝ)

ZEROS

Distinct	32
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.145472

Minimum	0
Maximum	120
Zeros	137
Zeros (%)	13.2%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	50
Q3	60
95-th percentile	80
Maximum	120
Range	120
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	24.141959
Coefficient of variation (CV)	0.54687282
Kurtosis	-0.41971336
Mean	44.145472
Median Absolute Deviation (MAD)	10
Skewness	-0.41443254
Sum	45823
Variance	582.83417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
50	286	27.6%
60	159	15.3%
0	137	13.2%
80	106	10.2%
30	97	9.3%
40	89	8.6%
70	27	2.6%
10	23	2.2%
20	14	1.3%
45	11	1.1%
Other values (22)	89	8.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	137	13.2%
1	6	0.6%
4	4	0.4%
8	2	0.2%
10	23	2.2%
12	2	0.2%
19	1	0.1%
20	14	1.3%
23	3	0.3%
24	4	0.4%

Value	Count	Frequency (%)
120	1	0.1%
100	2	0.2%
90	9	0.9%
85	2	0.2%
80	106	10.2%
76	6	0.6%
75	5	0.5%
70	27	2.6%
66	1	0.1%
60	159	15.3%

Macro focus range
Real number (ℝ)

ZEROS

Distinct	29
Distinct (%)	2.8%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.7878496

Minimum	0
Maximum	85
Zeros	127
Zeros (%)	12.2%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	6
Q3	10
95-th percentile	20
Maximum	85
Range	85
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	8.1000814
Coefficient of variation (CV)	1.0400922
Kurtosis	25.692419
Mean	7.7878496
Median Absolute Deviation (MAD)	4
Skewness	3.6479508
Sum	8076
Variance	65.611319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
10	200	19.3%
5	132	12.7%
0	127	12.2%
1	83	8.0%
20	70	6.7%
4	65	6.3%
6	61	5.9%
3	49	4.7%
2	48	4.6%
8	34	3.3%
Other values (19)	168	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	127	12.2%
1	83	8.0%
2	48	4.6%
3	49	4.7%
4	65	6.3%
5	132	12.7%
6	61	5.9%
7	26	2.5%
8	34	3.3%
9	16	1.5%

Value	Count	Frequency (%)
85	2	0.2%
80	1	0.1%
60	2	0.2%
50	2	0.2%
40	2	0.2%
30	8	0.8%
28	1	0.1%
25	10	1.0%
22	2	0.2%
20	70	6.7%

Storage included
Real number (ℝ)

ZEROS

Distinct	44
Distinct (%)	4.2%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	17.447876

Minimum	0
Maximum	450
Zeros	123
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	16
Q3	20
95-th percentile	32
Maximum	450
Range	450
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	27.440655
Coefficient of variation (CV)	1.5727218
Kurtosis	148.06061
Mean	17.447876
Median Absolute Deviation (MAD)	8
Skewness	10.719963
Sum	18076
Variance	752.98955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
16	279	26.9%
8	152	14.6%
32	143	13.8%
0	123	11.8%
4	37	3.6%
10	25	2.4%
14	21	2.0%
1	21	2.0%
20	18	1.7%
11	18	1.7%
Other values (34)	199	19.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123	11.8%
1	21	2.0%
2	10	1.0%
4	37	3.6%
6	8	0.8%
7	3	0.3%
8	152	14.6%
9	17	1.6%
10	25	2.4%
11	18	1.7%

Value	Count	Frequency (%)
450	2	0.2%
340	1	0.1%
256	2	0.2%
173	1	0.1%
128	1	0.1%
64	7	0.7%
58	4	0.4%
56	3	0.3%
54	3	0.3%
52	3	0.3%

Weight (inc. batteries)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	237
Distinct (%)	22.9%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	319.26544

Minimum	0
Maximum	1860
Zeros	21
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	133.5
Q1	180
median	226
Q3	350
95-th percentile	829
Maximum	1860
Range	1860
Interquartile range (IQR)	170

Descriptive statistics

Standard deviation	260.41014
Coefficient of variation (CV)	0.815654
Kurtosis	9.8231939
Mean	319.26544
Median Absolute Deviation (MAD)	62.5
Skewness	2.8267815
Sum	330759
Variance	67813.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
320	34	3.3%
180	33	3.2%
190	32	3.1%
250	29	2.8%
170	27	2.6%
165	27	2.6%
200	25	2.4%
195	24	2.3%
185	22	2.1%
220	22	2.1%
Other values (227)	761	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	2.0%
100	1	0.1%
108	1	0.1%
110	1	0.1%
115	3	0.3%
116	1	0.1%
118	2	0.2%
120	9	0.9%
122	1	0.1%
123	1	0.1%

Value	Count	Frequency (%)
1860	1	0.1%
1800	1	0.1%
1700	2	0.2%
1650	2	0.2%
1585	2	0.2%
1580	4	0.4%
1565	3	0.3%
1385	1	0.1%
1335	1	0.1%
1300	1	0.1%

Dimensions
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	101
Distinct (%)	9.7%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	105.36342

Minimum	0
Maximum	240
Zeros	14
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	0
5-th percentile	83
Q1	92
median	101
Q3	115
95-th percentile	147
Maximum	240
Range	240
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	24.262761
Coefficient of variation (CV)	0.2302769
Kurtosis	5.377189
Mean	105.36342
Median Absolute Deviation (MAD)	10
Skewness	-0.30674357
Sum	109156.5
Variance	588.68157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	48	4.6%
91	47	4.5%
95	41	3.9%
100	38	3.7%
106	31	3.0%
108	30	2.9%
92	30	2.9%
94	30	2.9%
110	26	2.5%
97	25	2.4%
Other values (91)	690	66.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	1.3%
30	1	0.1%
32	2	0.2%
38	1	0.1%
51	2	0.2%
54	1	0.1%
60	2	0.2%
65	3	0.3%
67	2	0.2%
72	2	0.2%

Value	Count	Frequency (%)
240	1	0.1%
194	5	0.5%
170	2	0.2%
162	3	0.3%
161	2	0.2%
160	2	0.2%
158	5	0.5%
157	6	0.6%
156	6	0.6%
153	2	0.2%

Price
Real number (ℝ)

Distinct	43
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	457.38439

Minimum	14
Maximum	7999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.2 KiB

Quantile statistics

Minimum	14
5-th percentile	126
Q1	149
median	199
Q3	399
95-th percentile	1699
Maximum	7999
Range	7985
Interquartile range (IQR)	250

Descriptive statistics

Standard deviation	760.45292
Coefficient of variation (CV)	1.6626123
Kurtosis	37.084446
Mean	457.38439
Median Absolute Deviation (MAD)	70
Skewness	5.1869571
Sum	474765
Variance	578288.64
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
149	112	10.8%
229	103	9.9%
129	92	8.9%
169	67	6.5%
179	63	6.1%
249	52	5.0%
199	50	4.8%
1699	47	4.5%
399	46	4.4%
126	41	3.9%
Other values (33)	365	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	0.2%
19	2	0.2%
62	10	1.0%
99	32	3.1%
119	4	0.4%
126	41	3.9%
129	92	8.9%
139	34	3.3%
146	8	0.8%
149	112	10.8%

Value	Count	Frequency (%)
7999	3	0.3%
4999	3	0.3%
4699	4	0.4%
4499	5	0.5%
2499	1	0.1%
1799	1	0.1%
1699	47	4.5%
1599	10	1.0%
1499	30	2.9%
1399	24	2.3%

Auto

Heatmap
Table

	Release date	Max resolution	Low resolution	Effective pixels	Zoom wide (W)	Zoom tele (T)	Normal focus range	Macro focus range	Storage included	Weight (inc. batteries)	Dimensions	Price
Release date	1.000	0.827	0.777	0.859	-0.067	0.268	-0.092	-0.245	0.385	-0.409	-0.340	-0.011
Max resolution	0.827	1.000	0.878	0.975	-0.230	0.186	-0.162	-0.345	0.324	-0.144	-0.141	0.101
Low resolution	0.777	0.878	1.000	0.869	-0.163	0.233	-0.133	-0.314	0.307	-0.170	-0.177	0.151
Effective pixels	0.859	0.975	0.869	1.000	-0.210	0.203	-0.163	-0.333	0.333	-0.186	-0.156	0.085
Zoom wide (W)	-0.067	-0.230	-0.163	-0.210	1.000	0.448	0.256	0.235	0.161	-0.259	-0.239	-0.156
Zoom tele (T)	0.268	0.186	0.233	0.203	0.448	1.000	0.167	0.002	0.381	-0.061	-0.185	-0.147
Normal focus range	-0.092	-0.162	-0.133	-0.163	0.256	0.167	1.000	0.480	0.200	-0.145	-0.136	-0.198
Macro focus range	-0.245	-0.345	-0.314	-0.333	0.235	0.002	0.480	1.000	0.064	-0.177	-0.185	-0.135
Storage included	0.385	0.324	0.307	0.333	0.161	0.381	0.200	0.064	1.000	-0.317	-0.349	-0.175
Weight (inc. batteries)	-0.409	-0.144	-0.170	-0.186	-0.259	-0.061	-0.145	-0.177	-0.317	1.000	0.733	0.141
Dimensions	-0.340	-0.141	-0.177	-0.156	-0.239	-0.185	-0.136	-0.185	-0.349	0.733	1.000	0.152
Price	-0.011	0.101	0.151	0.085	-0.156	-0.147	-0.198	-0.135	-0.175	0.141	0.152	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Model	Release date	Max resolution	Low resolution	Effective pixels	Zoom wide (W)	Zoom tele (T)	Normal focus range	Macro focus range	Storage included	Weight (inc. batteries)	Dimensions	Price
0	Agfa ePhoto 1280	1997	1024.0	640.0	0.0	38.0	114.0	70.0	40.0	4.0	420.0	95.0	179.0
1	Agfa ePhoto 1680	1998	1280.0	640.0	1.0	38.0	114.0	50.0	0.0	4.0	420.0	158.0	179.0
2	Agfa ePhoto CL18	2000	640.0	0.0	0.0	45.0	45.0	0.0	0.0	2.0	0.0	0.0	179.0
3	Agfa ePhoto CL30	1999	1152.0	640.0	0.0	35.0	35.0	0.0	0.0	4.0	0.0	0.0	269.0
4	Agfa ePhoto CL30 Clik!	1999	1152.0	640.0	0.0	43.0	43.0	50.0	0.0	40.0	300.0	128.0	1299.0
5	Agfa ePhoto CL45	2001	1600.0	640.0	1.0	51.0	51.0	50.0	20.0	8.0	270.0	119.0	179.0
6	Agfa ePhoto CL50	1999	1280.0	640.0	1.0	34.0	102.0	0.0	0.0	8.0	0.0	0.0	179.0
7	Canon PowerShot 350	1997	640.0	0.0	0.0	42.0	42.0	70.0	3.0	2.0	320.0	93.0	149.0
8	Canon PowerShot 600	1996	832.0	640.0	0.0	50.0	50.0	40.0	10.0	1.0	460.0	160.0	139.0
9	Canon PowerShot A10	2001	1280.0	1024.0	1.0	35.0	105.0	76.0	16.0	8.0	375.0	110.0	139.0

	Model	Release date	Max resolution	Low resolution	Effective pixels	Zoom wide (W)	Zoom tele (T)	Normal focus range	Macro focus range	Storage included	Weight (inc. batteries)	Dimensions	Price
1028	Toshiba PDR-M3	1999	1280.0	640.0	1.0	38.0	115.0	90.0	25.0	4.0	380.0	122.0	62.0
1029	Toshiba PDR-M4	1999	1600.0	800.0	1.0	40.0	40.0	50.0	10.0	8.0	290.0	112.0	62.0
1030	Toshiba PDR-M5	1999	1600.0	800.0	1.0	40.0	120.0	90.0	25.0	8.0	350.0	130.0	62.0
1031	Toshiba PDR-M60	2000	1792.0	896.0	2.0	38.0	86.0	50.0	5.0	4.0	320.0	121.0	449.0
1032	Toshiba PDR-M61	2001	1792.0	896.0	2.0	38.0	114.0	50.0	5.0	8.0	310.0	123.0	62.0
1033	Toshiba PDR-M65	2001	2048.0	1024.0	3.0	38.0	114.0	10.0	10.0	8.0	320.0	120.0	62.0
1034	Toshiba PDR-M70	2000	2048.0	1024.0	3.0	35.0	105.0	80.0	9.0	16.0	390.0	116.0	62.0
1035	Toshiba PDR-M71	2001	2048.0	1024.0	3.0	35.0	98.0	80.0	10.0	8.0	340.0	107.0	62.0
1036	Toshiba PDR-M81	2001	2400.0	1200.0	3.0	35.0	98.0	80.0	10.0	16.0	340.0	107.0	62.0
1037	Toshiba PDR-T10	2002	1600.0	800.0	1.0	38.0	38.0	40.0	20.0	8.0	180.0	86.0	129.0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample